{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "21dd246b-29cc-44f0-8387-c26ddf5ba09b",
   "metadata": {},
   "source": [
    "# 异常处理"
   ]
  },
  {
   "attachments": {
    "0fe9bf3e-a36c-4816-92e3-68c99f4fa58e.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "id": "fee7a158-078c-4851-a78f-910e2e7fde36",
   "metadata": {},
   "source": [
    "![try.png](attachment:0fe9bf3e-a36c-4816-92e3-68c99f4fa58e.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e3ab3042-674e-44f0-8d66-0a054ffda6d8",
   "metadata": {},
   "source": [
    "## 常见异常"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1804ece5-d97b-4f8d-93d9-7adde8c5b51f",
   "metadata": {},
   "source": [
    "| 异常             | 说明                                                      |\n",
    "| ---------------- | --------------------------------------------------------- |\n",
    "| IOError          | 输入/输出异常；基本上是无法打开文件                       |\n",
    "| ImportError      | 无法引入模块或包；基本上是路径问题或名称错误              |\n",
    "| IndentationError | 语法错误（的子类） ；代码没有正确对齐                     |\n",
    "| IndexError       | 下标索引超出序列边界，比如当x只有三个元素，却试图访问x[5] |\n",
    "| KeyError         | 试图访问字典里不存在的键                                  |\n",
    "| NameError        | 使用一个还未被赋予对象的变量                              |\n",
    "| TypeError        | 传入对象类型与要求的不符合                                |\n",
    "| ValueError       | 传入一个调用者不期望的值，即使值的类型是正确的            |\n",
    "| Exception        | 常规错误的基类                                            |"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2ea3a62e-a2d4-4d0c-a84f-81250f22542d",
   "metadata": {},
   "source": [
    "直接打开不存在的文件会报错"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "77ea83ae-861f-40c5-b9a7-ddb37e735434",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "ename": "FileNotFoundError",
     "evalue": "[Errno 2] No such file or directory: 'hello.py'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mFileNotFoundError\u001b[0m                         Traceback (most recent call last)",
      "Cell \u001b[1;32mIn[2], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[38;5;28mopen\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhello.py\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mr\u001b[39m\u001b[38;5;124m\"\u001b[39m) \u001b[38;5;28;01mas\u001b[39;00m f:   \u001b[38;5;66;03m# 打开不存在的文件\u001b[39;00m\n\u001b[0;32m      2\u001b[0m     content \u001b[38;5;241m=\u001b[39m f\u001b[38;5;241m.\u001b[39mread()\n",
      "File \u001b[1;32m~\\anaconda3\\Lib\\site-packages\\IPython\\core\\interactiveshell.py:310\u001b[0m, in \u001b[0;36m_modified_open\u001b[1;34m(file, *args, **kwargs)\u001b[0m\n\u001b[0;32m    303\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m file \u001b[38;5;129;01min\u001b[39;00m {\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m1\u001b[39m, \u001b[38;5;241m2\u001b[39m}:\n\u001b[0;32m    304\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[0;32m    305\u001b[0m         \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mIPython won\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mt let you open fd=\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mfile\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m by default \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m    306\u001b[0m         \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mas it is likely to crash IPython. If you know what you are doing, \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m    307\u001b[0m         \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124myou can use builtins\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m open.\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m    308\u001b[0m     )\n\u001b[1;32m--> 310\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m io_open(file, \u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n",
      "\u001b[1;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: 'hello.py'"
     ]
    }
   ],
   "source": [
    "with open(\"hello.py\", \"r\") as f:   # 打开不存在的文件\n",
    "    content = f.read()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "96895ec1-8ac3-47b9-988c-8a3bb314911f",
   "metadata": {
    "tags": []
   },
   "source": [
    "加上try 后 匹配到对应的错误后执行对应的语句  不影响后续的代码"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "98f5bc28-f311-44bb-a3fa-4a5ef05beee8",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[Errno 2] No such file or directory: 'hello.py'\n",
      "123\n"
     ]
    }
   ],
   "source": [
    "try:\n",
    "    with open(\"hello.py\", \"r\") as f:   # 打开不存在的文件\n",
    "        content = f.read()\n",
    "except  IOError as e:   #遇到Error1执行下面的语句，在python2中写成except  Error1，e\n",
    "    print(e)\n",
    "print(\"123\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "76f2cb03-d3de-4e15-9a1b-0b497efef411",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1 name 'code' is not defined\n"
     ]
    }
   ],
   "source": [
    "try:\n",
    "    # a = 6/0\n",
    "    code\n",
    "except NameError as e:  #处理Error1异常\n",
    "    print('1',e)\n",
    "except Exception as e:   #处理Error2异常\n",
    "    print('2',e)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "f9f5e974-c5a5-470b-947a-f7681948fe9e",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "qigao,handson\n",
      "name 'code' is not defined\n"
     ]
    }
   ],
   "source": [
    "try:\n",
    "    print(\"qigao,handson\")    #代码没有异常\n",
    "    code\n",
    "except (IndexError,KeyError) as e:\n",
    "    print(e)\n",
    "except Exception as e:\n",
    "    print(e)\n",
    "else:             #没有异常出错，走else的逻辑代码\n",
    "    print(\"没有异常\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "d28ce665-e35c-4c46-9be7-2ddc1c7b6efe",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "qigao,handson\n",
      "name 'code' is not defined\n",
      "没有异常\n"
     ]
    }
   ],
   "source": [
    "# 不推荐\n",
    "try:\n",
    "    print(\"qigao,handson\")    #代码没有异常\n",
    "    code\n",
    "except (IndexError,KeyError) as e:\n",
    "    print(e)\n",
    "except Exception as e:\n",
    "    print(e)          #没有异常出错，走else的逻辑代码\n",
    "print(\"没有异常\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "7ca9bf09-963f-49c6-af0a-4fc9cc01ca2c",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Exception name 'code' is not defined\n",
      "不管有没有错，都执行finnally\n"
     ]
    }
   ],
   "source": [
    "try:\n",
    "    code\n",
    "except (IOError,IndentationError) as e:\n",
    "    print(\"IOError\",e)\n",
    "except Exception as e:\n",
    "    print(\"Exception\",e)\n",
    "else:\n",
    "    print(\"没有错误，执行\")\n",
    "finally:\n",
    "    print(\"不管有没有错，都执行finnally\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "92a4667d-ade6-4299-afb5-34fe3ceb6f4c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Exception name 'code' is not defined\n",
      "不管有没有错，都执行finnally\n"
     ]
    }
   ],
   "source": [
    "try:\n",
    "    code\n",
    "except (IOError,IndentationError) as e:\n",
    "    print(\"IOError\",e)\n",
    "except Exception as e:\n",
    "    print(\"Exception\",e)\n",
    "else:\n",
    "    print(\"没有错误，执行\")\n",
    "print(\"不管有没有错，都执行finnally\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4da477f9-6227-47f6-9e6e-495223b91760",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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